Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-26 0.306724 0.346439 0.391385 0.446447 0.512669 0.590510 0.690072
2025-02-02 0.264232 0.321601 0.393805 0.493496 0.631163 0.820401 1.111439
2025-02-09 0.232097 0.297669 0.386752 0.521453 0.729468 1.057137 1.658009
2025-02-16 0.207738 0.277123 0.377081 0.539636 0.815443 1.306379 2.375909
2025-02-23 0.185721 0.255157 0.359752 0.539861 0.869957 1.523156 3.196719
2025-03-02 0.161892 0.226694 0.327198 0.507025 0.854664 1.597293 3.755174
2025-03-09 0.146693 0.209288 0.309220 0.495089 0.874868 1.755956 4.715820
2025-03-16 0.134683 0.195370 0.294795 0.486375 0.898641 1.935097 5.987609
2025-03-23 0.127154 0.187742 0.289813 0.494259 0.960644 2.249099 8.364470
2025-03-30 0.116270 0.173447 0.271357 0.472041 0.946385 2.337183 9.873290
2025-04-06 0.107310 0.161610 0.256013 0.453741 0.937203 2.440045 11.796822
2025-04-13 0.099489 0.151087 0.242001 0.436127 0.925562 2.531928 14.014445
2025-04-20 0.097448 0.150745 0.247492 0.463288 1.047457 3.234699 26.065090
2025-04-27 0.097517 0.154214 0.260900 0.512067 1.257094 4.605371 72.965927
2025-05-04 0.095304 0.153291 0.265503 0.541288 1.423802 6.099199 231.036938
2025-05-11 0.092288 0.150554 0.265993 0.560379 1.568058 7.818959 1125.812168
2025-05-18 0.088003 0.145005 0.259842 0.560603 1.642899 9.252910 10612.996902
2025-05-25 0.081462 0.134603 0.242173 0.526047 1.562472 9.130018 34653.926745
2025-06-01 0.077125 0.128238 0.232803 0.513498 1.572627 10.020472 NaN
2025-06-08 0.073403 0.122833 0.225053 0.504339 1.595205 11.181583 NaN
2025-06-15 0.071176 0.120237 0.223343 0.512625 1.704119 13.967432 NaN
2025-06-22 0.067054 0.113569 0.211758 0.489281 1.649598 14.164565 NaN
2025-06-29 0.063485 0.107837 0.201925 0.470068 1.610351 14.595447 NaN